The Q2 2026 survey contains one statistic that reframes how Flutter tooling should be designed: Claude Code at 32% adoption and Antigravity at 23% , both ahead of GitHub Copilot (19%), Cursor (18%) and Codex (17%). Agentic tools have overtaken the autocomplete generation. Roughly a third of Flutter developers now have an agent writing meaningful amounts of their code. Which creates a problem the framework itself has to solve, because Flutter moves faster than model training data. Flutter 3.47 just changed the import path for the two most-used libraries in the ecosystem. Every model trained before August 2026 will confidently write package:flutter/material.dart forever. Agent Skills are Google’s answer. What a Skill actually is A Skill is a task-oriented instruction set that teaches an agent how to perform a specific development job — not reference documentation, but a procedure. The framing from the announcement is the clearest way to hold this in your head: MCP provides the ha...